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Diversity

Diversity in data sampling is crucial across various use cases, including search, recommendation systems, and more. Ensuring diverse samples means capturing a wide range of variations and perspectives, which leads to more robust, unbiased, and comprehensive models. In search use cases, for instance, diversity helps avoid redundancy, ensuring that users are exposed to a broader set of relevant information rather than repeated similar results.

Papers

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Showing 7101–7150 of 9051 papers

TitleStatusHype
Improving Language Generation with Sentence Coherence ObjectiveCode0
Cross-domain Adaptation with Discrepancy Minimization for Text-independent Forensic Speaker Verification—0
User Intention Recognition and Requirement Elicitation Method for Conversational AI Services—0
Operational vs Convolutional Neural Networks for Image Denoising—0
Free-Space Optical MISO Communications With an Array of Detectors—0
Improved Weighted Random Forest for Classification Problems—0
Personalization in Human Activity Recognition—0
When Costly Punishment Becomes Evolutionarily Beneficial—0
Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequencesCode0
Unsupervised and Supervised Structure Learning for Protein Contact Prediction—0
A Framework for Improving Scholarly Neural Network Diagrams—0
AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement LearningCode0
Determinantal Point Process as an alternative to NMSCode0
Understanding and Modelling the Complexity of the Immune System: Systems Biology for Integration and Dynamical Reconstruction of Lymphocyte Multi-Scale Dynamics—0
Large Scale Photometric Bundle Adjustment—0
Towards Comprehensive Recommender Systems: Time-Aware UnifiedcRecommendations Based on Listwise Ranking of Implicit Cross-Network Data—0
End-to-End 3D Multi-Object Tracking and Trajectory Forecasting—0
LSTM Networks for Online Cross-Network Recommendations—0
Exploring the use of Time-Dependent Cross-Network Information for Personalized Recommendations—0
CnGAN: Generative Adversarial Networks for Cross-network user preference generation for non-overlapped usersCode0
Short-Packet Communications for MIMO NOMA Systems over Nakagami-m Fading: BLER and Minimum Blocklength Analysis—0
Study of Intelligent Reflective Surface Assisted Communications with One-bit Phase Adjustments—0
Memory-based Jitter: Improving Visual Recognition on Long-tailed Data with Diversity In Memory—0
Applications of BERT Based Sequence Tagging Models on Chinese Medical Text Attributes Extraction—0
Few-Shot Learning with Intra-Class Knowledge Transfer—0
Don't Change Me! User-Controllable Selective Paraphrase Generation—0
On Nondeterminism and Instability in Optimizing Neural Networks—0
Spatial--spectral FFPNet: Attention-Based Pyramid Network for Segmentation and Classification of Remote Sensing Images—0
Expressing Diverse Human Driving Behavior with Probabilistic Rewards and Online Inference—0
No-reference Screen Content Image Quality Assessment with Unsupervised Domain Adaptation—0
Combinatorial diversity metrics for the analysis of policy processes—0
Image Pre-processing on NumtaDB for Bengali Handwritten Digit Recognition—0
Fingerprinting Search Keywords over HTTPS at Scale—0
Dataset Bias in Few-shot Image Recognition—0
First U-Net Layers Contain More Domain Specific Information Than The Last OnesCode0
Evaluating for Diversity in Question Generation over Text—0
Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs—0
MLBF-Net: A Multi-Lead-Branch Fusion Network for Multi-Class Arrhythmia Classification Using 12-Lead ECG—0
Relevance Attack on DetectorsCode0
Object-Aware Multi-Branch Relation Networks for Spatio-Temporal Video Grounding—0
Generalized Coordinated Multipoint Framework for 5G and Beyond—0
What leads to generalization of object proposals?—0
Revealing the Hidden Patterns: A Comparative Study on Profiling Subpopulations of MOOC Students—0
Chernoff Bounds and Saddlepoint Approximations for the Outage Probability in Intelligent Reflecting Surface Assisted Communication Systems—0
Model-Based Quality-Diversity Search for Efficient Robot Learning—0
GRIMGEP: Learning Progress for Robust Goal Sampling in Visual Deep Reinforcement Learning—0
Using Neural Networks and Diversifying Differential Evolution for Dynamic OptimisationCode0
Improving Intelligence of Evolutionary Algorithms Using Experience Share and Replay—0
Subword Regularization: An Analysis of Scalability and Generalization for End-to-End Automatic Speech Recognition—0
Diverse Group Formation Based on Multiple Demographic Features—0
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